Cheng Long

About Cheng Long

Cheng Long, With an exceptional h-index of 26 and a recent h-index of 24 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of data management, data mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

2D-Ptr: 2D Array Pointer Network for Solving the Heterogeneous Capacitated Vehicle Routing Problem

The Use of Generative Adversarial Network and Graph Convolution Network for Neuroimaging-Based Diagnostic Classification

Efficient k-Clique Listing: An Edge-Oriented Branching Strategy

Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics

FELight: Fairness-Aware Traffic Signal Control Via Sample-Efficient Reinforcement Learning

Defense Against Model Extraction Attacks on Recommender Systems

AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction

On Efficient Shortest Path Computation on Terrain Surface: A Direction-Oriented Approach

Cheng Long Information

University

Position

___

Citations(all)

2048

Citations(since 2020)

1641

Cited By

773

hIndex(all)

26

hIndex(since 2020)

24

i10Index(all)

47

i10Index(since 2020)

47

Email

University Profile Page

Google Scholar

Cheng Long Skills & Research Interests

data management

data mining

Top articles of Cheng Long

2D-Ptr: 2D Array Pointer Network for Solving the Heterogeneous Capacitated Vehicle Routing Problem

2024/5/6

Cheng Long
Cheng Long

H-Index: 14

Jie Zhang
Jie Zhang

H-Index: 10

The Use of Generative Adversarial Network and Graph Convolution Network for Neuroimaging-Based Diagnostic Classification

Brain Sciences

2024/4/30

Efficient k-Clique Listing: An Edge-Oriented Branching Strategy

Proceedings of the ACM on Management of Data

2024/3/26

Cheng Long
Cheng Long

H-Index: 14

Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics

arXiv preprint arXiv:2403.11495

2024/3/18

Gao Cong
Gao Cong

H-Index: 49

Cheng Long
Cheng Long

H-Index: 14

FELight: Fairness-Aware Traffic Signal Control Via Sample-Efficient Reinforcement Learning

IEEE Transactions on Knowledge and Data Engineering

2024/3/18

Defense Against Model Extraction Attacks on Recommender Systems

2024/3/4

Hongxu Chen
Hongxu Chen

H-Index: 9

Cheng Long
Cheng Long

H-Index: 14

AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction

arXiv e-prints

2024/2

On Efficient Shortest Path Computation on Terrain Surface: A Direction-Oriented Approach

IEEE Transactions on Knowledge & Data Engineering

2024/2/1

Cheng Long
Cheng Long

H-Index: 14

Hanan Samet
Hanan Samet

H-Index: 39

Spatial-temporal large language model for traffic prediction

arXiv preprint arXiv:2401.10134

2024/1/18

Fast Maximal Quasi-clique Enumeration: A Pruning and Branching Co-Design Approach

Proceedings of the ACM on Management of Data

2024

Cheng Long
Cheng Long

H-Index: 14

Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach

arXiv preprint arXiv:2311.11204

2023/11/19

KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy

arXiv preprint arXiv:2311.02565

2023/11/5

NeurSEG: A Segment Driven Deep Neural Model for Nested Named Entity Recognition

2023/11/2

LGM3A'23: 1st Workshop on Large Generative Models Meet Multimodal Applications

2023/10/26

Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning

arXiv preprint arXiv:2310.10374

2023/10/16

HRL4EC: Hierarchical reinforcement learning for multi-mode epidemic control

Information Sciences

2023/9/1

Fraction-Score: A Generalized Support Measure for Weighted and Maximal Co-location Pattern Mining

IEEE Transactions on Knowledge and Data Engineering

2023/8/11

Towards Designing and Learning Piecewise Space-Filling Curves

Proceedings of the VLDB Endowment

2023/5/1

OpenSiteRec: An Open Dataset for Site Recommendation

arXiv preprint arXiv:2307.00856

2023/7/3

Deep graph structural infomax

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

See List of Professors in Cheng Long University(Nanyang Technological University)